Real-Time Decision Support: The Foundation of Industrial Intelligence
Transform reactive operations into proactive decision-making with XMPro’s foundational decision support capabilities. Get started quickly with minimal disruption while establishing the platform for your continuous intelligence journey.
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The Information Overload Challenge
Modern industrial operations generate more data than human operators can effectively process
1,000+
Daily alerts per operator
(vs. 60-100 historically)
69-99%
Of alerts require no action
(False positive rates)
19
Different tools required
(On average)
$20 Billion
Annual productivity impact (From info overload)
Why Traditional Visualization Approaches Fall Short:
- Information Scatter: Critical insights dispersed across multiple disconnected systems
- Cognitive Overload: Operators overwhelmed by simultaneous data streams without prioritization
- Context Gaps: Data presented without operational context needed for sound decision-making
- Reactive Posture: Dashboards show what happened, not what should happen next
What Is Decision Support?
A structured approach to converting operational data into clean, contextualized, and actionable intelligence.
At its core, Decision Support systematically transforms operational data into clean, contextualized, triaged, and explainable intelligence. It provides structured intelligence that enables both human operators and automated systems to make timely, accurate, and trusted decisions. In short, it filters noise and drives focused action.
The Four Core Principles of XMPro’s Decision Support
Intelligent Triage, Not Information Overload
Operators don’t need more dashboards, they need clarity. Decision Support continuously evaluates incoming data and surfaces the 5–10 most urgent, high-impact actions so nothing critical gets lost in the noise.
Contextual Intelligence
Adds operational understanding, like current mode, maintenance history, interdependencies—to every insight. Data becomes situationally aware.
Multi-Method Analysis
No single method is enough. Decision Support blends expert rules, physics models, machine learning, and historical insights, each adding a layer of confidence to complex operational decisions.
Explainable Recommendations
Every recommendation must be explainable. Operators need to see the logic behind guidance… what triggered it, what data supports it, and what the system expects to happen, so they can act confidently and safely.
Building Decision Support With XMPro: From Concept to Reality
XMPro’s decision support tools provide the foundation for your industrial intelligence journey
Intelligent Data Integration
XMPro’s Data Stream Designer lets users rapidly build real-time data flows across OT, IT, and engineering systems—no coding required. With an extendable library of 200+ prebuilt connectors, it enables edge or cloud execution to filter, enrich, and interpret streaming data on the fly using embedded rules, ML models, and business logic. The result: orchestrated, decision-ready data.
Contextual Signal Processing
XMPro applies layered intelligence to streaming data, combining expert rules, historical patterns, physics limits, and AI models to separate real issues from noise. Dynamic filters suppress irrelevant alerts during known conditions like maintenance or mode shifts, reducing operator load. Events are contextually triaged and scored by operational impact—so the highest-risk, highest-value insights rise to the top.
Real-Time Monitoring
Detect anomalies and issues as they emerge rather than after they’ve impacted operations. Monitor critical parameters continuously to prevent problems before they affect performance.
Contextual Dashboards
View relevant operational data in context for different roles and responsibilities. Create role-specific visualizations that provide the right information to the right people at the right time.
Prescriptive Action
XMPro’s Recommendation Manager turns raw events into prioritized, actionable guidance. Instead of alert overload, teams get a focused set of recommendations—each with next steps, confidence scores, impact assessments, and supporting context like SOP’s. Operators know what to do, why it matters, and what’s at stake.
Closed-Loop Execution
Most systems stop at alerts—XMPro goes further. It closes the loop with automated actions like creating work orders, adjusting setpoints, triggering procurement, and notifying personnel. It also learns from outcomes by tracking actions, comparing results, refining models, and capturing feedback for continuous improvement.
XMPro's Value at a Glance: Composable Intelligence. Real Results.
XMPro delivers a proven > 1000% ROI by enabling industrial enterprises to rapidly compose intelligent operations — solving real engineering and operational problems at scale, in weeks rather than years, without rearchitecting existing systems.
Next – Discover AI Decision Augmentation
Take your operations to the next level by combining human expertise with XMPro’s AI-powered decision augmentation. Transform how your teams work by providing context-aware recommendations and knowledge preservation that scales your best practices.
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